{"id":"W1544582776","doi":"10.1111/ajt.12094","title":"Screening of Donor and Recipient in Solid Organ Transplantation","year":2013,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Society of Transplantation","keywords":"Medicine; Solid organ; Transplantation; Organ transplantation; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003044726,0.0000787629,0.0003110118,0.000363685,0.00002389034,0.00001292341,0.00004817286,0.00002744936,0.00008651051],"category_scores_gemma":[0.0000127466,0.00006475065,0.00005354008,0.0002794419,0.0001148561,0.0002103902,0.000002307464,0.0001911341,0.000002646065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002592948,"about_ca_system_score_gemma":0.00006433186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000857276,"about_ca_topic_score_gemma":0.00009716587,"domain_scores_codex":[0.9989446,0.00006089549,0.0004682605,0.00008887326,0.0002802837,0.0001571208],"domain_scores_gemma":[0.9993494,0.00009739935,0.0002297841,0.0000561866,0.0001543944,0.0001128363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004359767,0.0002367124,0.2720116,0.0005236691,0.0001476112,0.0002268842,0.01074748,0.0002032011,0.2414164,0.00005352066,0.0000416242,0.4700315],"study_design_scores_gemma":[0.00315463,0.001534204,0.9613299,0.0006222763,0.0001340068,0.0008535372,0.00129349,0.0003707629,0.03051159,0.00004909663,0.00005048339,0.00009606232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940072,0.0001020343,0.005005913,0.0005102351,0.00002392668,0.0001663093,0.000008604276,0.000003442198,0.000172297],"genre_scores_gemma":[0.9924698,0.003045022,0.00432741,0.00008142234,0.00003895974,0.00000322798,0.000009927205,0.00001072109,0.00001345966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6893182,"threshold_uncertainty_score":0.2640455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603354109935264,"score_gpt":0.3029960639604393,"score_spread":0.2869625228610866,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}